What's Included

  • 8 Lectures
  • Access on tablet and phone

Preview

What you'll learn

  • How to build end to end machine learning or data science project
  • Use Opencv library for face and eyes detection
  • data cleaning using opencv face detection and feature engineering using wavelet transforms
  • Model building using SVM, logistic regression, random forest
  • Model fine tunning using gridsearchcv
  • Export model to a file and write python flask server around it that can server http requests generated by UI
  • Build ui using HTML,CSS,javascript and JQuery

Course Curriculum

8 Lectures

00:00

Data Science & Machine Learning Project: Image Classification 8 Lectures

Description

With this video, we are beginning end to end machine learning project or data science project for sports celebrity image classification. During this project, I will give you a feel of how projects are executed in big companies in a typical corporate environment. We will try to classify an image of my favourite 5 sports people. In this video I am just giving an introduction and going over business requirements etc. In next one we will talk about data collection.

Instructor

(4.8)

44 Courses